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Import documents into a knowledge graph v1.0.0

Use this resource to turn unstructured documents into a knowledge graph

New

  • 326 downloads
  • 141 likes
  • 109 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install documents-to-knowledge-graph

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent splits documents into chunks, sets up SimpleKGPipeline to extract entities and relationships with an LLM, then loads the Document, Chunk and entity structure into Neo4j. It helps define the graph schema and covers LangChain and LlamaIndex loaders. You get an ingestion pipeline to run on your documents.

Mostly picked by

Updated November 2, 2026

Card for the “Import documents into a knowledge graph” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: pipeline options and ingestion steps
  • references/kg-construction.md: knowledge graph construction

Good fit for

  • You want to query a set of PDFs by their relationships
  • You build a knowledge base from web pages

Not for

    Tags

    • knowledge graph
    • documents
    • llm
    • extraction
    • neo4j

    About

    You say

    “Turn my PDF contracts into a graph of clients, dates and clauses, with their links.”

    Card for the “Import documents into a knowledge graph” skill

    Skill published by neo4j-contrib under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to turn unstructured documents into a knowledge graph
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • README.md0.5 KB
    • references/kg-construction.md8.6 KB
    • SKILL.md21.7 KB

    Origin and licence

    Listed unmodified

    Author
    neo4j-contrib
    Source
    github.com/neo4j-contrib/neo4j-skills/tree/39247b9c4ab20062aefd1cfe83c040167ef9ee83/neo4j-document-import-skill
    Licence
    MIT

    Notice

    « neo4j-document-import-skill » (neo4j-contrib, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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